{"id":"W4416450343","doi":"10.1016/j.wpi.2025.102408","title":"The role of patent intelligence in demonstrating New Active Substance status","year":2025,"lang":"en","type":"article","venue":"World Patent Information","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Anesthesiologists' Society","keywords":"Patentability; Authorization; Product (mathematics); Intellectual property; Novelty; Value (mathematics); Commission","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02885392,0.0006685418,0.0005580561,0.009229859,0.002122807,0.01622939,0.001667317,0.002823981,0.009626798],"category_scores_gemma":[0.08484643,0.0005279757,0.0006210107,0.002934903,0.008522352,0.02099778,0.002837716,0.003246149,0.001669966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002258845,"about_ca_system_score_gemma":0.002987545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003405944,"about_ca_topic_score_gemma":0.003649144,"domain_scores_codex":[0.990383,0.004431256,0.000586324,0.0009563811,0.002971534,0.0006716105],"domain_scores_gemma":[0.8857473,0.0873225,0.008699769,0.006711402,0.008889145,0.002629876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009833346,0.0004160394,0.08919329,0.0004731099,0.0001649994,0.001014263,0.00338197,0.001554945,0.006251996,0.5420305,0.008336786,0.3461988],"study_design_scores_gemma":[0.000131472,0.0009988801,0.1299599,0.001511474,0.0007652916,0.00394894,0.007705715,0.02477571,0.03997074,0.6862187,0.1036653,0.0003479048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.2201641,0.01550056,0.03388908,0.02076497,0.0009546936,0.0001450507,0.0005181071,0.0004153063,0.7076481],"genre_scores_gemma":[0.9790878,0.002885034,0.009618509,0.000735736,0.0003004222,0.00003700679,0.00007457013,0.00005221855,0.00720881],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02885392,"threshold_uncertainty_score":0.1525959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07078772993622132,"score_gpt":0.2209349453361783,"score_spread":0.150147215399957,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}